A stochastic pure exchange economy with incomplete information is studied where one risky asset and a locally riskless bond are traded. The underlying risks are described by a k-dimensional Brownian motion with k greater than or equal to 2. The Brownian morion is nor directly observable. Agents observe only asset prices and dividends. Existence of an Arrow-Radner equilibrium is established. In such on equilibrium. asset prices result such that every informationally feasible consumption plan can be financed by trading in the risky asset and the bond. In this sense, the resulting asset market is complete. (C) 2001 Academic Press.